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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Question Answering | OBQA | 29 | May 28, 2026 | ||
| Video Question Answering | Video-MME no subs standard Long | 29 | Jul 3, 2026 | ||
| Visual Question Answering | BLINK (val) | 29 | Mar 31, 2026 | ||
| Table Question Answering | WikiTQ | 29 | Mar 11, 2026 | ||
| Retrieval-Augmented Question Answering | RAGQA Leaderboard (test) |
| 29 |
| Mar 6, 2026 |
| Boolean Question Answering | BoolQ | 29 | Apr 9, 2026 |
|---|
| Visual Question Answering | VQA^T | 29 | Apr 24, 2026 |
|---|
| Factual Question Answering | TriviaQA (test) | 29 | Feb 26, 2026 |
|---|
| Medical Question Answering | MMLU-P | 29 | Mar 5, 2026 |
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| Question Answering | WikiQA | 29 | Feb 26, 2026 |
|---|
| Multi-hop Question Answering | HotpotQA | 29 | Jun 2, 2026 |
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| Episodic-memory Question Answering | OpenEQA v1 (ScanNet) | 29 | Feb 26, 2026 |
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| Visual Question Answering | GQA | 29 | Mar 17, 2026 |
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| Commonsense Question Answering | ARC-E | 29 | May 14, 2026 |
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| Question Answering | NQ (Natural Questions) in-domain (test) | 29 | Jun 4, 2026 |
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| Science Question Answering | GPQA (test) | 29 | Jun 4, 2026 |
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| Multiple Choice Question Answering | MCQA | 29 | Jul 7, 2026 |
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| Video Question Answering | NExT-GQA (test) | 29 | Feb 26, 2026 |
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| Multiple Choice Question Answering | EXAMS | 29 | Mar 12, 2026 |
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| Question Answering | ECQA, QASC, OBQA, ARC | 29 | Feb 26, 2026 |
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| Open Ended Question Answering | ActivityNet | 29 | Feb 26, 2026 |
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| Vision Question Answering | Q-Bench LLVisionQA 1.0 (dev) | 29 | May 26, 2026 |
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| Multi-hop Question Answering | 2WikiMultihopQA | 28 | Jul 2, 2026 |
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| Multi-hop Question Answering | MuSiQue | 28 | Jul 2, 2026 |
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| Multi-hop Question Answering | HotpotQA | 28 | Jul 2, 2026 |
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